AI is playing an increasingly important role in the domain of transportation planning. There are several reasons for this, including that AI approaches can scale up to deal with large and complex problem spaces. Additionally, AI techniques can be used to find solutions that satisfy constraints, such as minimizing travel time or distance. In this…
Tag: optimization
Genetic algorithms that are slow to converge
Artificial intelligence (AI) has been shown to be very effective in solving hard optimization problems. However, one of the major challenges in AI is how to make the algorithms converge faster. Genetic algorithms (GAs) are one of the most popular methods for optimizing complex problems. However, GAs often suffer from slow convergence. There are a…